Overview
Brought to you by YData
Dataset statistics
| Number of variables | 22 |
|---|---|
| Number of observations | 8000000 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 3797 |
| Duplicate rows (%) | < 0.1% |
| Total size in memory | 1.2 GiB |
| Average record size in memory | 155.0 B |
Variable types
| Numeric | 11 |
|---|---|
| Categorical | 11 |
| Dataset has 3797 (< 0.1%) duplicate rows | Duplicates |
Crossing is highly overall correlated with Traffic_Signal | High correlation |
Traffic_Signal is highly overall correlated with Crossing | High correlation |
Amenity is highly imbalanced (95.1%) | Imbalance |
Crossing is highly imbalanced (57.1%) | Imbalance |
Give_Way is highly imbalanced (97.6%) | Imbalance |
Junction is highly imbalanced (73.7%) | Imbalance |
No_Exit is highly imbalanced (98.6%) | Imbalance |
Railway is highly imbalanced (96.0%) | Imbalance |
Stop is highly imbalanced (90.6%) | Imbalance |
Traffic_Calming is highly imbalanced (99.4%) | Imbalance |
Duration_Seconds is highly skewed (γ1 = 39.95090881) | Skewed |
Severity is uniformly distributed | Uniform |
Distance(mi) has 3841953 (48.0%) zeros | Zeros |
Wind_Direction has 692698 (8.7%) zeros | Zeros |
Wind_Speed(mph) has 527049 (6.6%) zeros | Zeros |
Reproduction
| Analysis started | 2024-11-05 18:05:57.533407 |
|---|---|
| Analysis finished | 2024-11-05 18:11:36.803186 |
| Duration | 5 minutes and 39.27 seconds |
| Software version | ydata-profiling vv4.12.0 |
| Download configuration | config.json |
Variables
Distance(mi)
Real number (ℝ)
Zeros 
| Distinct | 2467272 |
|---|---|
| Distinct (%) | 30.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.64652694 |
| Minimum | 0 |
|---|---|
| Maximum | 441.75 |
| Zeros | 3841953 |
| Zeros (%) | 48.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 61.0 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.0076551313 |
| Q3 | 0.492 |
| 95-th percentile | 3.133 |
| Maximum | 441.75 |
| Range | 441.75 |
| Interquartile range (IQR) | 0.492 |
Descriptive statistics
| Standard deviation | 2.0587579 |
|---|---|
| Coefficient of variation (CV) | 3.1843343 |
| Kurtosis | 844.9908 |
| Mean | 0.64652694 |
| Median Absolute Deviation (MAD) | 0.0076551313 |
| Skewness | 15.100567 |
| Sum | 5172215.5 |
| Variance | 4.2384842 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3841953 | |
| 0.01 | 129240 | 1.6% |
| 0.009999999776 | 6569 | 0.1% |
| 0.009 | 5309 | 0.1% |
| 0.008 | 5090 | 0.1% |
| 0.007 | 4267 | 0.1% |
| 0.011 | 4025 | 0.1% |
| 0.012 | 4012 | 0.1% |
| 0.02 | 3970 | < 0.1% |
| 0.03 | 3923 | < 0.1% |
| Other values (2467262) | 3991642 |
| Value | Count | Frequency (%) |
| 0 | 3841953 | |
| 1.366643449 × 10-8 | 1 | < 0.1% |
| 3.888559948 × 10-8 | 1 | < 0.1% |
| 7.182865409 × 10-8 | 1 | < 0.1% |
| 1.500800951 × 10-7 | 1 | < 0.1% |
| 1.548788507 × 10-7 | 1 | < 0.1% |
| 2.043594519 × 10-7 | 1 | < 0.1% |
| 2.410619072 × 10-7 | 1 | < 0.1% |
| 2.416775028 × 10-7 | 1 | < 0.1% |
| 3.606069733 × 10-7 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 441.75 | 1 | |
| 336.5700073 | 1 | |
| 323.5073867 | 1 | |
| 254.3999939 | 1 | |
| 210.0800018 | 1 | |
| 194.7299957 | 1 | |
| 193.4799957 | 1 | |
| 186.4319361 | 1 | |
| 183.1199951 | 1 | |
| 162.69119 | 1 |
Street
Real number (ℝ)
| Distinct | 318549 |
|---|---|
| Distinct (%) | 4.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 193884.17 |
| Minimum | 1 |
|---|---|
| Maximum | 320206 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 30.5 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 38793.95 |
| Q1 | 155796 |
| median | 215885 |
| Q3 | 233728 |
| 95-th percentile | 302158 |
| Maximum | 320206 |
| Range | 320205 |
| Interquartile range (IQR) | 77932 |
Descriptive statistics
| Standard deviation | 75159.954 |
|---|---|
| Coefficient of variation (CV) | 0.3876539 |
| Kurtosis | -0.10154067 |
| Mean | 193884.17 |
| Median Absolute Deviation (MAD) | 42238 |
| Skewness | -0.6628632 |
| Sum | 1.5510733 × 1012 |
| Variance | 5.6490186 × 109 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 216455 | 100106 | 1.3% |
| 216115 | 65500 | 0.8% |
| 216456 | 61432 | 0.8% |
| 215646 | 42411 | 0.5% |
| 215652 | 37861 | 0.5% |
| 216351 | 34248 | 0.4% |
| 216348 | 34084 | 0.4% |
| 216006 | 32917 | 0.4% |
| 216302 | 32168 | 0.4% |
| 216116 | 30692 | 0.4% |
| Other values (318539) | 7528581 |
| Value | Count | Frequency (%) |
| 1 | 1 | < 0.1% |
| 3 | 13 | |
| 5 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| 8 | 2 | < 0.1% |
| 9 | 5 | < 0.1% |
| 10 | 1 | < 0.1% |
| 11 | 1 | < 0.1% |
| 12 | 9 | |
| 14 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 320206 | 3 | < 0.1% |
| 320205 | 1 | < 0.1% |
| 320198 | 1 | < 0.1% |
| 320197 | 11 | < 0.1% |
| 320196 | 28 | |
| 320195 | 2 | < 0.1% |
| 320193 | 2 | < 0.1% |
| 320192 | 1 | < 0.1% |
| 320189 | 6 | < 0.1% |
| 320188 | 3 | < 0.1% |
Zipcode
Real number (ℝ)
| Distinct | 734841 |
|---|---|
| Distinct (%) | 9.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 402002.17 |
| Minimum | 0 |
|---|---|
| Maximum | 774619 |
| Zeros | 5 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 30.5 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 33170 |
| Q1 | 195535 |
| median | 421150 |
| Q3 | 605486 |
| 95-th percentile | 735447 |
| Maximum | 774619 |
| Range | 774619 |
| Interquartile range (IQR) | 409951 |
Descriptive statistics
| Standard deviation | 224109.79 |
|---|---|
| Coefficient of variation (CV) | 0.55748402 |
| Kurtosis | -1.188489 |
| Mean | 402002.17 |
| Median Absolute Deviation (MAD) | 194543 |
| Skewness | -0.14829214 |
| Sum | 3.2160174 × 1012 |
| Variance | 5.0225197 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 322363 | 7562 | 0.1% |
| 650715 | 7443 | 0.1% |
| 705282 | 7303 | 0.1% |
| 336122 | 7162 | 0.1% |
| 328573 | 7151 | 0.1% |
| 333271 | 7095 | 0.1% |
| 701490 | 7006 | 0.1% |
| 332886 | 6841 | 0.1% |
| 654009 | 6814 | 0.1% |
| 281565 | 6767 | 0.1% |
| Other values (734831) | 7928856 |
| Value | Count | Frequency (%) |
| 0 | 5 | |
| 1 | 1 | < 0.1% |
| 2 | 1 | < 0.1% |
| 6 | 5 | |
| 8 | 1 | < 0.1% |
| 10 | 1 | < 0.1% |
| 11 | 1 | < 0.1% |
| 12 | 1 | < 0.1% |
| 13 | 1 | < 0.1% |
| 14 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 774619 | 1 | < 0.1% |
| 774618 | 12 | < 0.1% |
| 774617 | 1 | < 0.1% |
| 774615 | 1 | < 0.1% |
| 774613 | 2 | < 0.1% |
| 774612 | 2 | < 0.1% |
| 774611 | 2 | < 0.1% |
| 774610 | 1 | < 0.1% |
| 774609 | 38 | |
| 774608 | 4 | < 0.1% |
Temperature(F)
Real number (ℝ)
| Distinct | 4809561 |
|---|---|
| Distinct (%) | 60.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 63.908629 |
| Minimum | -45 |
|---|---|
| Maximum | 196 |
| Zeros | 1182 |
| Zeros (%) | < 0.1% |
| Negative | 9370 |
| Negative (%) | 0.1% |
| Memory size | 61.0 MiB |
Quantile statistics
| Minimum | -45 |
|---|---|
| 5-th percentile | 31.027254 |
| Q1 | 53 |
| median | 66.522304 |
| Q3 | 77 |
| 95-th percentile | 88 |
| Maximum | 196 |
| Range | 241 |
| Interquartile range (IQR) | 24 |
Descriptive statistics
| Standard deviation | 17.584628 |
|---|---|
| Coefficient of variation (CV) | 0.27515264 |
| Kurtosis | 0.20202515 |
| Mean | 63.908629 |
| Median Absolute Deviation (MAD) | 11.522304 |
| Skewness | -0.61884868 |
| Sum | 5.1126903 × 108 |
| Variance | 309.21915 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 77 | 77449 | 1.0% |
| 73 | 77292 | 1.0% |
| 72 | 71532 | 0.9% |
| 75 | 70617 | 0.9% |
| 68 | 69368 | 0.9% |
| 70 | 68091 | 0.9% |
| 79 | 66440 | 0.8% |
| 63 | 63299 | 0.8% |
| 64 | 62840 | 0.8% |
| 66 | 61681 | 0.8% |
| Other values (4809551) | 7311391 |
| Value | Count | Frequency (%) |
| -45 | 1 | < 0.1% |
| -38 | 1 | < 0.1% |
| -35 | 3 | < 0.1% |
| -30.20348744 | 1 | < 0.1% |
| -30 | 1 | < 0.1% |
| -29 | 5 | < 0.1% |
| -28 | 4 | < 0.1% |
| -27.9 | 4 | < 0.1% |
| -27 | 6 | |
| -26 | 13 |
| Value | Count | Frequency (%) |
| 196 | 2 | < 0.1% |
| 174 | 1 | < 0.1% |
| 172 | 1 | < 0.1% |
| 170.6 | 1 | < 0.1% |
| 168.8 | 1 | < 0.1% |
| 167 | 1 | < 0.1% |
| 140 | 7 | |
| 139.0434119 | 1 | < 0.1% |
| 138.287613 | 1 | < 0.1% |
| 137.4145748 | 1 | < 0.1% |
Humidity(%)
Real number (ℝ)
| Distinct | 4792103 |
|---|---|
| Distinct (%) | 59.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 64.500493 |
| Minimum | 1 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 61.0 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 23 |
| Q1 | 49.639085 |
| median | 67.034298 |
| Q3 | 82.22877 |
| 95-th percentile | 94.862615 |
| Maximum | 100 |
| Range | 99 |
| Interquartile range (IQR) | 32.589685 |
Descriptive statistics
| Standard deviation | 22.016765 |
|---|---|
| Coefficient of variation (CV) | 0.34134258 |
| Kurtosis | -0.48012407 |
| Mean | 64.500493 |
| Median Absolute Deviation (MAD) | 16.034298 |
| Skewness | -0.50488945 |
| Sum | 5.1600395 × 108 |
| Variance | 484.73794 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 100 | 134415 | 1.7% |
| 93 | 125944 | 1.6% |
| 87 | 73772 | 0.9% |
| 90 | 73470 | 0.9% |
| 89 | 57696 | 0.7% |
| 96 | 57101 | 0.7% |
| 94 | 54720 | 0.7% |
| 84 | 54267 | 0.7% |
| 81 | 53811 | 0.7% |
| 82 | 52521 | 0.7% |
| Other values (4792093) | 7262283 |
| Value | Count | Frequency (%) |
| 1 | 23 | < 0.1% |
| 2 | 59 | |
| 2.024827811 | 1 | < 0.1% |
| 2.031671366 | 1 | < 0.1% |
| 2.046151378 | 1 | < 0.1% |
| 2.123670093 | 1 | < 0.1% |
| 2.239074071 | 1 | < 0.1% |
| 2.295667086 | 1 | < 0.1% |
| 2.309676245 | 1 | < 0.1% |
| 2.316322161 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 100 | 134415 | |
| 99.99995562 | 1 | < 0.1% |
| 99.99992903 | 1 | < 0.1% |
| 99.99984587 | 1 | < 0.1% |
| 99.99984208 | 1 | < 0.1% |
| 99.99983702 | 1 | < 0.1% |
| 99.99975781 | 1 | < 0.1% |
| 99.99972269 | 1 | < 0.1% |
| 99.99971379 | 1 | < 0.1% |
| 99.99947003 | 1 | < 0.1% |
Pressure(in)
Real number (ℝ)
| Distinct | 4856560 |
|---|---|
| Distinct (%) | 60.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 29.432627 |
| Minimum | 0 |
|---|---|
| Maximum | 58.63 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 61.0 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 27.221655 |
| Q1 | 29.252852 |
| median | 29.786829 |
| Q3 | 29.99 |
| 95-th percentile | 30.205877 |
| Maximum | 58.63 |
| Range | 58.63 |
| Interquartile range (IQR) | 0.73714843 |
Descriptive statistics
| Standard deviation | 1.0869118 |
|---|---|
| Coefficient of variation (CV) | 0.036928808 |
| Kurtosis | 16.028905 |
| Mean | 29.432627 |
| Median Absolute Deviation (MAD) | 0.28471238 |
| Skewness | -3.4562072 |
| Sum | 2.3546102 × 108 |
| Variance | 1.1813774 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 29.96 | 51728 | 0.6% |
| 29.99 | 49996 | 0.6% |
| 29.94 | 49447 | 0.6% |
| 30.01 | 48844 | 0.6% |
| 30.04 | 46215 | 0.6% |
| 29.97 | 46190 | 0.6% |
| 29.91 | 46063 | 0.6% |
| 30 | 45235 | 0.6% |
| 29.95 | 45071 | 0.6% |
| 30.03 | 45013 | 0.6% |
| Other values (4856550) | 7526198 |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 0.02 | 1 | < 0.1% |
| 2.99 | 2 | |
| 3 | 2 | |
| 3.04 | 3 | |
| 6.461334967 | 1 | < 0.1% |
| 8.971897344 | 1 | < 0.1% |
| 9.9 | 1 | < 0.1% |
| 12.1014521 | 1 | < 0.1% |
| 16.82 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 58.63 | 1 | < 0.1% |
| 58.32 | 1 | < 0.1% |
| 58.13 | 1 | < 0.1% |
| 58.1 | 3 | |
| 58.04 | 1 | < 0.1% |
| 57.74 | 1 | < 0.1% |
| 57.54 | 1 | < 0.1% |
| 56.54 | 1 | < 0.1% |
| 50.87824555 | 1 | < 0.1% |
| 47.35128167 | 1 | < 0.1% |
Visibility(mi)
Real number (ℝ)
| Distinct | 1392939 |
|---|---|
| Distinct (%) | 17.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.2039657 |
| Minimum | 0 |
|---|---|
| Maximum | 111 |
| Zeros | 2980 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 61.0 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 10 |
| median | 10 |
| Q3 | 10 |
| 95-th percentile | 10 |
| Maximum | 111 |
| Range | 111 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2.34156 |
|---|---|
| Coefficient of variation (CV) | 0.25440773 |
| Kurtosis | 83.445472 |
| Mean | 9.2039657 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.3753125 |
| Sum | 73631726 |
| Variance | 5.4829034 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10 | 5987921 | |
| 7 | 92736 | 1.2% |
| 9 | 78800 | 1.0% |
| 8 | 61352 | 0.8% |
| 5 | 58509 | 0.7% |
| 6 | 51874 | 0.6% |
| 2 | 51421 | 0.6% |
| 3 | 49244 | 0.6% |
| 4 | 49047 | 0.6% |
| 1 | 42569 | 0.5% |
| Other values (1392929) | 1476527 | 18.5% |
| Value | Count | Frequency (%) |
| 0 | 2980 | |
| 0.002356447974 | 1 | < 0.1% |
| 0.002360799027 | 1 | < 0.1% |
| 0.002670320859 | 1 | < 0.1% |
| 0.003181793946 | 1 | < 0.1% |
| 0.005377703439 | 1 | < 0.1% |
| 0.005413849868 | 1 | < 0.1% |
| 0.005430134363 | 1 | < 0.1% |
| 0.005564015582 | 1 | < 0.1% |
| 0.006235744162 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 111 | 3 | < 0.1% |
| 100 | 22 | < 0.1% |
| 91.15713689 | 1 | < 0.1% |
| 90 | 6 | < 0.1% |
| 80 | 117 | |
| 79.66546803 | 1 | < 0.1% |
| 78.57553526 | 1 | < 0.1% |
| 77.91303542 | 1 | < 0.1% |
| 76.86772822 | 1 | < 0.1% |
| 76.45712066 | 1 | < 0.1% |
Wind_Direction
Real number (ℝ)
Zeros 
| Distinct | 23 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.125948 |
| Minimum | 0 |
|---|---|
| Maximum | 22 |
| Zeros | 692698 |
| Zeros (%) | 8.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 5 |
| median | 10 |
| Q3 | 15 |
| 95-th percentile | 20 |
| Maximum | 22 |
| Range | 22 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 6.2996058 |
|---|---|
| Coefficient of variation (CV) | 0.62212507 |
| Kurtosis | -1.0543052 |
| Mean | 10.125948 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | -0.0017965965 |
| Sum | 81007580 |
| Variance | 39.685034 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 692698 | 8.7% |
| 11 | 486018 | 6.1% |
| 14 | 458177 | 5.7% |
| 9 | 431464 | 5.4% |
| 13 | 430611 | 5.4% |
| 8 | 418096 | 5.2% |
| 12 | 414071 | 5.2% |
| 15 | 399782 | 5.0% |
| 19 | 355484 | 4.4% |
| 7 | 350071 | 4.4% |
| Other values (13) | 3563528 |
| Value | Count | Frequency (%) |
| 0 | 692698 | |
| 1 | 289584 | |
| 2 | 294099 | |
| 3 | 306954 | |
| 4 | 238578 | 3.0% |
| 5 | 346381 | |
| 6 | 342316 | |
| 7 | 350071 | |
| 8 | 418096 | |
| 9 | 431464 |
| Value | Count | Frequency (%) |
| 22 | 96704 | 1.2% |
| 21 | 224789 | |
| 20 | 310973 | |
| 19 | 355484 | |
| 18 | 224925 | |
| 17 | 285990 | |
| 16 | 285273 | |
| 15 | 399782 | |
| 14 | 458177 | |
| 13 | 430611 |
Wind_Speed(mph)
Real number (ℝ)
Zeros 
| Distinct | 4476850 |
|---|---|
| Distinct (%) | 56.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.6686545 |
| Minimum | 0 |
|---|---|
| Maximum | 1087 |
| Zeros | 527049 |
| Zeros (%) | 6.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 61.0 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 4.6986642 |
| median | 7 |
| Q3 | 10.133447 |
| 95-th percentile | 16 |
| Maximum | 1087 |
| Range | 1087 |
| Interquartile range (IQR) | 5.4347824 |
Descriptive statistics
| Standard deviation | 4.8336763 |
|---|---|
| Coefficient of variation (CV) | 0.6303161 |
| Kurtosis | 1064.0514 |
| Mean | 7.6686545 |
| Median Absolute Deviation (MAD) | 2.74549 |
| Skewness | 7.0866823 |
| Sum | 61349236 |
| Variance | 23.364427 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 527049 | 6.6% |
| 5 | 258795 | 3.2% |
| 6 | 248080 | 3.1% |
| 3 | 245811 | 3.1% |
| 7 | 228292 | 2.9% |
| 8 | 202102 | 2.5% |
| 9 | 179375 | 2.2% |
| 10 | 145764 | 1.8% |
| 12 | 124495 | 1.6% |
| 4.6 | 119988 | 1.5% |
| Other values (4476840) | 5720249 |
| Value | Count | Frequency (%) |
| 0 | 527049 | |
| 3.706551085 × 10-6 | 1 | < 0.1% |
| 1.202472706 × 10-5 | 1 | < 0.1% |
| 2.554059301 × 10-5 | 1 | < 0.1% |
| 2.590362688 × 10-5 | 1 | < 0.1% |
| 2.608667219 × 10-5 | 1 | < 0.1% |
| 2.838631237 × 10-5 | 1 | < 0.1% |
| 3.73053303 × 10-5 | 1 | < 0.1% |
| 4.204411388 × 10-5 | 1 | < 0.1% |
| 4.307930038 × 10-5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1087 | 1 | < 0.1% |
| 822.8 | 5 | |
| 812 | 1 | < 0.1% |
| 703.1 | 1 | < 0.1% |
| 666.192746 | 1 | < 0.1% |
| 616.2664909 | 1 | < 0.1% |
| 443.0823779 | 1 | < 0.1% |
| 328 | 1 | < 0.1% |
| 322.6520728 | 1 | < 0.1% |
| 255 | 1 | < 0.1% |
Weather_Condition
Real number (ℝ)
| Distinct | 140 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 41.781371 |
| Minimum | 0 |
|---|---|
| Maximum | 139 |
| Zeros | 81 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.3 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 15 |
| median | 21 |
| Q3 | 83 |
| 95-th percentile | 89 |
| Maximum | 139 |
| Range | 139 |
| Interquartile range (IQR) | 68 |
Descriptive statistics
| Standard deviation | 33.579085 |
|---|---|
| Coefficient of variation (CV) | 0.80368557 |
| Kurtosis | -1.371864 |
| Mean | 41.781371 |
| Median Absolute Deviation (MAD) | 15 |
| Skewness | 0.47934693 |
| Sum | 3.3425097 × 108 |
| Variance | 1127.5549 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 15 | 2081241 | |
| 83 | 695827 | 8.7% |
| 6 | 558047 | 7.0% |
| 7 | 522056 | 6.5% |
| 89 | 386452 | 4.8% |
| 86 | 289292 | 3.6% |
| 60 | 211374 | 2.6% |
| 103 | 112163 | 1.4% |
| 68 | 92621 | 1.2% |
| 8 | 91431 | 1.1% |
| Other values (130) | 2959496 |
| Value | Count | Frequency (%) |
| 0 | 81 | < 0.1% |
| 1 | 142 | < 0.1% |
| 2 | 43 | < 0.1% |
| 3 | 496 | < 0.1% |
| 4 | 562 | < 0.1% |
| 5 | 217 | < 0.1% |
| 6 | 558047 | |
| 7 | 522056 | |
| 8 | 91431 | 1.1% |
| 9 | 84164 | 1.1% |
| Value | Count | Frequency (%) |
| 139 | 126 | < 0.1% |
| 138 | 4715 | |
| 137 | 130 | < 0.1% |
| 136 | 206 | < 0.1% |
| 135 | 153 | < 0.1% |
| 134 | 141 | < 0.1% |
| 133 | 1202 | < 0.1% |
| 132 | 2382 | < 0.1% |
| 131 | 7559 | |
| 130 | 604 | < 0.1% |
Amenity
Categorical
Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 61.0 MiB |
| 0 | |
|---|---|
| 1 | 44045 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 7955955 | |
| 1 | 44045 | 0.6% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 7955955 | |
| 1 | 44045 | 0.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 7955955 | |
| 1 | 44045 | 0.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 8000000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 7955955 | |
| 1 | 44045 | 0.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 8000000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 7955955 | |
| 1 | 44045 | 0.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 8000000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 7955955 | |
| 1 | 44045 | 0.6% |
Crossing
Categorical
High correlation  Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 61.0 MiB |
| 0 | |
|---|---|
| 1 | 702037 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 7297963 | |
| 1 | 702037 | 8.8% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 7297963 | |
| 1 | 702037 | 8.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 7297963 | |
| 1 | 702037 | 8.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 8000000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 7297963 | |
| 1 | 702037 | 8.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 8000000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 7297963 | |
| 1 | 702037 | 8.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 8000000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 7297963 | |
| 1 | 702037 | 8.8% |
Give_Way
Categorical
Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 61.0 MiB |
| 0 | |
|---|---|
| 1 | 19060 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 7980940 | |
| 1 | 19060 | 0.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 7980940 | |
| 1 | 19060 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 7980940 | |
| 1 | 19060 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 8000000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 7980940 | |
| 1 | 19060 | 0.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 8000000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 7980940 | |
| 1 | 19060 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 8000000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 7980940 | |
| 1 | 19060 | 0.2% |
Junction
Categorical
Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 61.0 MiB |
| 0 | |
|---|---|
| 1 | 356258 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 7643742 | |
| 1 | 356258 | 4.5% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 7643742 | |
| 1 | 356258 | 4.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 7643742 | |
| 1 | 356258 | 4.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 8000000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 7643742 | |
| 1 | 356258 | 4.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 8000000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 7643742 | |
| 1 | 356258 | 4.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 8000000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 7643742 | |
| 1 | 356258 | 4.5% |
No_Exit
Categorical
Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 61.0 MiB |
| 0 | |
|---|---|
| 1 | 10357 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 7989643 | |
| 1 | 10357 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 7989643 | |
| 1 | 10357 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 7989643 | |
| 1 | 10357 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 8000000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 7989643 | |
| 1 | 10357 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 8000000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 7989643 | |
| 1 | 10357 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 8000000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 7989643 | |
| 1 | 10357 | 0.1% |
Railway
Categorical
Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 61.0 MiB |
| 0 | |
|---|---|
| 1 | 34857 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 7965143 | |
| 1 | 34857 | 0.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 7965143 | |
| 1 | 34857 | 0.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 7965143 | |
| 1 | 34857 | 0.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 8000000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 7965143 | |
| 1 | 34857 | 0.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 8000000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 7965143 | |
| 1 | 34857 | 0.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 8000000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 7965143 | |
| 1 | 34857 | 0.4% |
Stop
Categorical
Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 61.0 MiB |
| 0 | |
|---|---|
| 1 | 95893 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 7904107 | |
| 1 | 95893 | 1.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 7904107 | |
| 1 | 95893 | 1.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 7904107 | |
| 1 | 95893 | 1.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 8000000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 7904107 | |
| 1 | 95893 | 1.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 8000000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 7904107 | |
| 1 | 95893 | 1.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 8000000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 7904107 | |
| 1 | 95893 | 1.2% |
Traffic_Calming
Categorical
Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 61.0 MiB |
| 0 | |
|---|---|
| 1 | 3522 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 7996478 | |
| 1 | 3522 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 7996478 | |
| 1 | 3522 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 7996478 | |
| 1 | 3522 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 8000000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 7996478 | |
| 1 | 3522 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 8000000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 7996478 | |
| 1 | 3522 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 8000000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 7996478 | |
| 1 | 3522 | < 0.1% |
Traffic_Signal
Categorical
High correlation 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 61.0 MiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 7006481 | |
| 1 | 993519 | 12.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 7006481 | |
| 1 | 993519 | 12.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 7006481 | |
| 1 | 993519 | 12.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 8000000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 7006481 | |
| 1 | 993519 | 12.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 8000000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 7006481 | |
| 1 | 993519 | 12.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 8000000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 7006481 | |
| 1 | 993519 | 12.4% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 5285571 | |
| 0 | 2714429 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 5285571 | |
| 0 | 2714429 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 5285571 | |
| 0 | 2714429 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 8000000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 5285571 | |
| 0 | 2714429 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 8000000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 5285571 | |
| 0 | 2714429 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 8000000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 5285571 | |
| 0 | 2714429 |
Duration_Seconds
Real number (ℝ)
Skewed 
| Distinct | 4015276 |
|---|---|
| Distinct (%) | 50.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 33249.946 |
| Minimum | 120 |
|---|---|
| Maximum | 1.3417683 × 108 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 61.0 MiB |
Quantile statistics
| Minimum | 120 |
|---|---|
| 5-th percentile | 1641.7062 |
| Q1 | 1789.4793 |
| median | 3524.1711 |
| Q3 | 7114.4937 |
| 95-th percentile | 21600 |
| Maximum | 1.3417683 × 108 |
| Range | 1.3417671 × 108 |
| Interquartile range (IQR) | 5325.0144 |
Descriptive statistics
| Standard deviation | 899417.34 |
|---|---|
| Coefficient of variation (CV) | 27.05019 |
| Kurtosis | 1878.7975 |
| Mean | 33249.946 |
| Median Absolute Deviation (MAD) | 1745.1711 |
| Skewness | 39.950909 |
| Sum | 2.6599957 × 1011 |
| Variance | 8.0895156 × 1011 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 21600 | 563635 | 7.0% |
| 900 | 195152 | 2.4% |
| 2700 | 169903 | 2.1% |
| 1800 | 99367 | 1.2% |
| 3600 | 70937 | 0.9% |
| 2098 | 41993 | 0.5% |
| 3898 | 39340 | 0.5% |
| 4500 | 37442 | 0.5% |
| 7200 | 27052 | 0.3% |
| 1785 | 22535 | 0.3% |
| Other values (4015266) | 6732644 |
| Value | Count | Frequency (%) |
| 120 | 1 | < 0.1% |
| 150 | 1 | < 0.1% |
| 180 | 5 | < 0.1% |
| 210 | 2 | < 0.1% |
| 240 | 1 | < 0.1% |
| 270 | 2 | < 0.1% |
| 300 | 7 | |
| 330 | 17 | |
| 337 | 1 | < 0.1% |
| 340 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 134176830 | 2 | |
| 106135755 | 1 | |
| 94697995 | 1 | |
| 94697974 | 1 | |
| 94697965 | 1 | |
| 94611586 | 1 | |
| 94611566 | 1 | |
| 94611563 | 1 | |
| 94611549 | 1 | |
| 94611545 | 1 |
Severity
Categorical
Uniform 
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 61.0 MiB |
| 2 | |
|---|---|
| 1 | |
| 3 | |
| 4 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 2 |
| 3rd row | 2 |
| 4th row | 2 |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 2 | 2000000 | |
| 1 | 2000000 | |
| 3 | 2000000 | |
| 4 | 2000000 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2 | 2000000 | |
| 1 | 2000000 | |
| 3 | 2000000 | |
| 4 | 2000000 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 2000000 | |
| 1 | 2000000 | |
| 3 | 2000000 | |
| 4 | 2000000 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 8000000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 2 | 2000000 | |
| 1 | 2000000 | |
| 3 | 2000000 | |
| 4 | 2000000 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 8000000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 2 | 2000000 | |
| 1 | 2000000 | |
| 3 | 2000000 | |
| 4 | 2000000 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 8000000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 2 | 2000000 | |
| 1 | 2000000 | |
| 3 | 2000000 | |
| 4 | 2000000 |
Interactions
Correlations
| Amenity | Civil_Twilight | Crossing | Distance(mi) | Duration_Seconds | Give_Way | Humidity(%) | Junction | No_Exit | Pressure(in) | Railway | Severity | Stop | Street | Temperature(F) | Traffic_Calming | Traffic_Signal | Visibility(mi) | Weather_Condition | Wind_Direction | Wind_Speed(mph) | Zipcode | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Amenity | 1.000 | 0.015 | 0.127 | 0.000 | 0.001 | 0.013 | 0.013 | 0.012 | 0.022 | 0.016 | 0.057 | 0.070 | 0.035 | 0.050 | 0.006 | 0.042 | 0.089 | 0.004 | 0.016 | 0.011 | 0.000 | 0.033 |
| Civil_Twilight | 0.015 | 1.000 | 0.074 | 0.005 | 0.016 | 0.011 | 0.215 | 0.001 | 0.010 | 0.021 | 0.010 | 0.270 | 0.014 | 0.069 | 0.261 | 0.002 | 0.095 | 0.012 | 0.088 | 0.095 | 0.002 | 0.058 |
| Crossing | 0.127 | 0.074 | 1.000 | 0.004 | 0.008 | 0.059 | 0.217 | 0.057 | 0.061 | 0.085 | 0.142 | 0.231 | 0.084 | 0.193 | 0.132 | 0.033 | 0.535 | 0.008 | 0.067 | 0.019 | 0.000 | 0.150 |
| Distance(mi) | 0.000 | 0.005 | 0.004 | 1.000 | 0.375 | 0.000 | 0.043 | 0.001 | 0.000 | 0.040 | 0.000 | 0.008 | 0.001 | -0.151 | -0.219 | 0.001 | 0.005 | -0.065 | 0.002 | -0.014 | 0.024 | -0.117 |
| Duration_Seconds | 0.001 | 0.016 | 0.008 | 0.375 | 1.000 | 0.001 | 0.008 | 0.007 | 0.000 | -0.052 | 0.001 | 0.021 | 0.004 | -0.152 | -0.099 | 0.000 | 0.010 | -0.016 | -0.028 | -0.031 | -0.030 | -0.099 |
| Give_Way | 0.013 | 0.011 | 0.059 | 0.000 | 0.001 | 1.000 | 0.010 | 0.003 | 0.008 | 0.005 | 0.003 | 0.030 | 0.034 | 0.031 | 0.007 | 0.003 | 0.059 | 0.005 | 0.012 | 0.005 | 0.000 | 0.032 |
| Humidity(%) | 0.013 | 0.215 | 0.217 | 0.043 | 0.008 | 0.010 | 1.000 | 0.018 | 0.015 | 0.117 | 0.008 | 0.100 | 0.017 | 0.072 | -0.320 | 0.005 | 0.211 | -0.439 | 0.103 | -0.201 | -0.233 | -0.167 |
| Junction | 0.012 | 0.001 | 0.057 | 0.001 | 0.007 | 0.003 | 0.018 | 1.000 | 0.001 | 0.051 | 0.002 | 0.102 | 0.015 | 0.127 | 0.034 | 0.001 | 0.072 | 0.004 | 0.047 | 0.034 | 0.000 | 0.074 |
| No_Exit | 0.022 | 0.010 | 0.061 | 0.000 | 0.000 | 0.008 | 0.015 | 0.001 | 1.000 | 0.012 | 0.005 | 0.026 | 0.026 | 0.020 | 0.009 | 0.029 | 0.035 | 0.009 | 0.009 | 0.005 | 0.000 | 0.016 |
| Pressure(in) | 0.016 | 0.021 | 0.085 | 0.040 | -0.052 | 0.005 | 0.117 | 0.051 | 0.012 | 1.000 | 0.011 | 0.111 | 0.002 | 0.052 | -0.073 | 0.005 | 0.099 | 0.034 | 0.064 | 0.003 | 0.007 | -0.102 |
| Railway | 0.057 | 0.010 | 0.142 | 0.000 | 0.001 | 0.003 | 0.008 | 0.002 | 0.005 | 0.011 | 1.000 | 0.045 | 0.013 | 0.019 | 0.005 | 0.004 | 0.051 | 0.004 | 0.014 | 0.017 | 0.000 | 0.035 |
| Severity | 0.070 | 0.270 | 0.231 | 0.008 | 0.021 | 0.030 | 0.100 | 0.102 | 0.026 | 0.111 | 0.045 | 1.000 | 0.107 | 0.259 | 0.173 | 0.020 | 0.271 | 0.019 | 0.194 | 0.105 | 0.001 | 0.162 |
| Stop | 0.035 | 0.014 | 0.084 | 0.001 | 0.004 | 0.034 | 0.017 | 0.015 | 0.026 | 0.002 | 0.013 | 0.107 | 1.000 | 0.064 | 0.010 | 0.023 | 0.026 | 0.005 | 0.028 | 0.018 | 0.000 | 0.049 |
| Street | 0.050 | 0.069 | 0.193 | -0.151 | -0.152 | 0.031 | 0.072 | 0.127 | 0.020 | 0.052 | 0.019 | 0.259 | 0.064 | 1.000 | 0.036 | 0.014 | 0.201 | -0.025 | 0.040 | 0.017 | 0.022 | -0.012 |
| Temperature(F) | 0.006 | 0.261 | 0.132 | -0.219 | -0.099 | 0.007 | -0.320 | 0.034 | 0.009 | -0.073 | 0.005 | 0.173 | 0.010 | 0.036 | 1.000 | 0.002 | 0.142 | 0.227 | 0.049 | 0.079 | 0.048 | 0.052 |
| Traffic_Calming | 0.042 | 0.002 | 0.033 | 0.001 | 0.000 | 0.003 | 0.005 | 0.001 | 0.029 | 0.005 | 0.004 | 0.020 | 0.023 | 0.014 | 0.002 | 1.000 | 0.008 | 0.005 | 0.006 | 0.005 | 0.000 | 0.013 |
| Traffic_Signal | 0.089 | 0.095 | 0.535 | 0.005 | 0.010 | 0.059 | 0.211 | 0.072 | 0.035 | 0.099 | 0.051 | 0.271 | 0.026 | 0.201 | 0.142 | 0.008 | 1.000 | 0.004 | 0.060 | 0.021 | 0.000 | 0.171 |
| Visibility(mi) | 0.004 | 0.012 | 0.008 | -0.065 | -0.016 | 0.005 | -0.439 | 0.004 | 0.009 | 0.034 | 0.004 | 0.019 | 0.005 | -0.025 | 0.227 | 0.005 | 0.004 | 1.000 | -0.120 | 0.088 | 0.045 | 0.030 |
| Weather_Condition | 0.016 | 0.088 | 0.067 | 0.002 | -0.028 | 0.012 | 0.103 | 0.047 | 0.009 | 0.064 | 0.014 | 0.194 | 0.028 | 0.040 | 0.049 | 0.006 | 0.060 | -0.120 | 1.000 | 0.044 | 0.133 | -0.086 |
| Wind_Direction | 0.011 | 0.095 | 0.019 | -0.014 | -0.031 | 0.005 | -0.201 | 0.034 | 0.005 | 0.003 | 0.017 | 0.105 | 0.018 | 0.017 | 0.079 | 0.005 | 0.021 | 0.088 | 0.044 | 1.000 | 0.346 | 0.053 |
| Wind_Speed(mph) | 0.000 | 0.002 | 0.000 | 0.024 | -0.030 | 0.000 | -0.233 | 0.000 | 0.000 | 0.007 | 0.000 | 0.001 | 0.000 | 0.022 | 0.048 | 0.000 | 0.000 | 0.045 | 0.133 | 0.346 | 1.000 | 0.002 |
| Zipcode | 0.033 | 0.058 | 0.150 | -0.117 | -0.099 | 0.032 | -0.167 | 0.074 | 0.016 | -0.102 | 0.035 | 0.162 | 0.049 | -0.012 | 0.052 | 0.013 | 0.171 | 0.030 | -0.086 | 0.053 | 0.002 | 1.000 |
Missing values
Sample
| Distance(mi) | Street | Zipcode | Temperature(F) | Humidity(%) | Pressure(in) | Visibility(mi) | Wind_Direction | Wind_Speed(mph) | Weather_Condition | Amenity | Crossing | Give_Way | Junction | No_Exit | Railway | Stop | Traffic_Calming | Traffic_Signal | Civil_Twilight | Duration_Seconds | Severity | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0.000 | 216190 | 644133 | 75.0 | 57.0 | 29.61 | 10.0 | 11 | 10.0 | 15 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 4594.0 | 2 |
| 1 | 0.000 | 242621 | 184333 | 58.0 | 53.0 | 29.40 | 10.0 | 0 | 0.0 | 15 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 2686.0 | 2 |
| 2 | 0.693 | 70878 | 135635 | 37.0 | 52.0 | 28.93 | 10.0 | 19 | 14.0 | 7 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 19440.0 | 2 |
| 3 | 0.610 | 263193 | 655280 | 66.2 | 68.0 | 29.87 | 5.0 | 22 | 11.5 | 24 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 21600.0 | 2 |
| 4 | 0.000 | 160392 | 189398 | 68.0 | 47.0 | 30.12 | 10.0 | 7 | 5.8 | 83 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1787.0 | 2 |
| 5 | 0.282 | 182469 | 438350 | 60.1 | 96.0 | 30.18 | 10.0 | 6 | 13.8 | 86 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 21600.0 | 2 |
| 6 | 0.006 | 15687 | 123276 | 57.0 | 20.0 | 29.72 | 10.0 | 15 | 7.0 | 15 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 4516.0 | 2 |
| 7 | 0.423 | 301491 | 132375 | 69.1 | 87.0 | 30.03 | 10.0 | 12 | 6.9 | 86 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 21600.0 | 2 |
| 8 | 1.288 | 199752 | 340843 | 86.0 | 67.0 | 30.13 | 10.0 | 12 | 10.0 | 83 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1343.0 | 2 |
| 9 | 0.000 | 254734 | 248979 | 60.0 | 31.0 | 28.77 | 10.0 | 0 | 0.0 | 15 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 3594.0 | 2 |
| Distance(mi) | Street | Zipcode | Temperature(F) | Humidity(%) | Pressure(in) | Visibility(mi) | Wind_Direction | Wind_Speed(mph) | Weather_Condition | Amenity | Crossing | Give_Way | Junction | No_Exit | Railway | Stop | Traffic_Calming | Traffic_Signal | Civil_Twilight | Duration_Seconds | Severity | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7999990 | 2.876234 | 301966 | 402370 | 61.000000 | 84.649694 | 29.499491 | 10.000000 | 11 | 8.675153 | 40 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 4876.294986 | 4 |
| 7999991 | 1.546330 | 16600 | 418561 | 44.654528 | 89.671115 | 29.951561 | 5.843851 | 21 | 8.840858 | 63 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 21600.000000 | 4 |
| 7999992 | 0.630240 | 50958 | 68817 | 62.581322 | 77.081849 | 28.740577 | 8.889296 | 6 | 13.267577 | 60 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 4982.804840 | 4 |
| 7999993 | 0.261940 | 127685 | 19341 | 38.821220 | 72.450170 | 29.261524 | 8.443729 | 7 | 5.311254 | 29 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 7564.824022 | 4 |
| 7999994 | 1.086021 | 107190 | 494655 | 77.039259 | 55.764448 | 28.381385 | 10.000000 | 10 | 12.882224 | 15 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 89113.019629 | 4 |
| 7999995 | 0.348164 | 191867 | 623503 | 49.703177 | 47.114163 | 27.335804 | 10.000000 | 9 | 5.968034 | 16 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 20661.919240 | 4 |
| 7999996 | 4.465528 | 216332 | 373286 | 77.233301 | 68.464875 | 29.654341 | 5.979788 | 10 | 5.633781 | 81 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 2030.850868 | 4 |
| 7999997 | 0.687554 | 302894 | 150132 | 54.973789 | 66.331784 | 30.091311 | 10.000000 | 14 | 3.000000 | 53 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 8040.689445 | 4 |
| 7999998 | 4.361409 | 216279 | 413857 | 77.491009 | 77.119345 | 29.939842 | 10.000000 | 19 | 6.154278 | 79 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 21600.000000 | 4 |
| 7999999 | 0.501846 | 20612 | 438223 | 66.769325 | 69.854806 | 30.168735 | 10.000000 | 7 | 4.664635 | 88 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 21600.000000 | 4 |
Duplicate rows
Most frequently occurring
| Distance(mi) | Street | Zipcode | Temperature(F) | Humidity(%) | Pressure(in) | Visibility(mi) | Wind_Direction | Wind_Speed(mph) | Weather_Condition | Amenity | Crossing | Give_Way | Junction | No_Exit | Railway | Stop | Traffic_Calming | Traffic_Signal | Civil_Twilight | Duration_Seconds | Severity | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 58 | 0.00 | 138057 | 619359 | 77.0 | 27.0 | 27.10 | 10.0 | 15 | 20.0 | 15 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 2700.0 | 1 | 28 |
| 60 | 0.00 | 151656 | 377205 | 66.0 | 56.0 | 29.48 | 10.0 | 3 | 6.0 | 15 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 3600.0 | 1 | 27 |
| 26 | 0.00 | 82390 | 621169 | 65.0 | 31.0 | 27.28 | 10.0 | 5 | 9.0 | 15 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 2700.0 | 1 | 25 |
| 83 | 0.00 | 195672 | 741933 | 70.0 | 23.0 | 29.75 | 10.0 | 8 | 5.0 | 15 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 900.0 | 1 | 25 |
| 85 | 0.00 | 199763 | 738604 | 53.0 | 61.0 | 30.04 | 10.0 | 11 | 3.0 | 15 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 900.0 | 1 | 25 |
| 178 | 0.00 | 216408 | 712608 | 63.0 | 45.0 | 30.02 | 10.0 | 17 | 7.0 | 89 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 2098.0 | 1 | 24 |
| 162 | 0.00 | 216240 | 704803 | 40.0 | 83.0 | 30.04 | 10.0 | 14 | 9.0 | 15 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 900.0 | 1 | 22 |
| 100 | 0.00 | 203931 | 144980 | 65.0 | 93.0 | 29.46 | 9.0 | 11 | 16.0 | 60 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 900.0 | 1 | 21 |
| 361 | 0.02 | 135764 | 714547 | 51.0 | 86.0 | 29.89 | 10.0 | 13 | 8.0 | 15 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2098.0 | 1 | 21 |
| 1684 | 0.32 | 170331 | 123599 | 38.0 | 94.0 | 30.12 | 10.0 | 0 | 0.0 | 89 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 900.0 | 1 | 21 |